Static Analysis / Runtime Observation / AI Remediation

Security Analysis
for any GitHub Repo

Paste a GitHub URL. SecureScope clones the repo, runs a full static scan, maps every finding to MITRE ATT&CK and CWE, optionally executes the code in an isolated Docker sandbox, and generates a visual threat report in seconds.

Targeted Scanners
🔑

Secret Detection

Scan a repository for hardcoded API keys, tokens, passwords and high-entropy strings — including the full commit history.

📦

Dependency Vulnerability Scanner

Audit every dependency against OSV.dev across Python, npm, Go, Rust, Ruby, Java and PHP for known CVEs with CVSS scores.

🏗️

IaC Misconfiguration Scanner

Detect cloud misconfigurations in Terraform, CloudFormation, Kubernetes and Docker manifests before they ship to production.

Capabilities
🎯

MITRE ATT&CK Mapping

Every vulnerability mapped to a technique ID, tactic phase, and CWE identifier with severity scoring.

🐳

Docker Sandbox

Executes the target repo in an isolated container. Captures file writes, spawned processes and attempted network connections.

🤖

Multi-LLM AI Advisor

Choose from Anthropic Claude, GPT-4o, Gemini, Groq, or a local Ollama model to generate diff-style patches.

📊

Threat Scoring

Composite risk score from severity, exploitability, attack surface exposure and dependency CVE count.

📦

Dependency CVEs

Audits requirements.txt and package.json against known CVE databases via pip-audit and npm audit.

🚀

Auto-Fix Commits

Push AI-generated patches directly to a target branch. Dry-run mode is on by default for safety.

Why This Matters
84%
of data breaches involve a vulnerability in application code
Most security incidents trace back to code-level weaknesses that static analysis can detect before they reach production. SecureScope catches them at the source, before a threat actor does.
$4.88M
average cost of a data breach in 2024 (IBM Security Report)
Early detection during development costs a fraction of post-breach remediation. Every finding caught here is a potential incident avoided and significant financial and reputational risk eliminated.
560+
MITRE ATT&CK techniques mapped to real code patterns
Understanding how attackers think is as important as fixing the bug. SecureScope maps every CWE finding to the attacker's playbook so defenders can prioritize by exploitability, not just severity.
92%
of vulnerabilities have a known fix available immediately
The gap between knowing about a vulnerability and fixing it is where risk lives. The AI Fix Advisor closes that gap instantly with commit-ready patches, removing the delay between discovery and remediation.
Recent Scans
RepositoryFindingsCriticalScannedReport
Threat Intelligence
Live Threat Feed & Enterprise Resilience
Real-time tracking of 20+ ransomware groups and APT actors — ranked by activity, enriched with TTPs, IOCs, and prevention guidance.
Live Threat Feed
Fetching live threat intelligence…
Live Threat Feed
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📊 Top 10 Active Variants
Last 90 days
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🛡️ Enterprise Prevention & Best Practices
Ransomware
APT
Malware
Exploit
💾 Data Protection & Resilience
The 3-2-1-1-0 Backup Rule
3
Total copies of data
2
Different storage media types
1
Copy stored offsite
1
Copy air-gapped / offline
0
Errors — verified by restore test
DR Testing Checklist
  • ✓
    Automated daily backup integrity checks are configured and alerting on failure
  • ✓
    Backup restoration tested end-to-end within last 30 days
  • ✓
    Immutable backup copy confirmed (Object Lock / hardened repo)
  • ✓
    Air-gapped / offline copy exists with last backup <24 hours old
  • ✓
    RTO/RPO defined and documented for all Tier-1 systems
  • ✓
    Partial DR failover test completed within last 90 days
  • ✓
    Full DR tabletop exercise completed within last 12 months
  • ✓
    Backup admin credentials are separate from domain admin accounts
🔍 YARA Rule Scanner
⚠ yara-python is not installed. File scanning is simulated. Install with: pip install yara-python
Target Path
Rule Sets
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Scanning...
Scan Results
SecureScopeBETA

An open-source AI-powered security analysis platform for GitHub repositories. Maps findings to MITRE ATT&CK and CWE, generates AI-assisted remediations, and produces interactive visual threat reports.

Resources

GitHub Repository Sample Report MITRE ATT&CK CWE Top 25

Demo Target

OmarRao/analyzer View Sample Report Semgrep Docs
OR
Omar Rao
Cybersecurity, Privacy and Resilience Expert  ·  LinkedIn  ·  Substack
© 2026 Omar Rao. All rights reserved.  ·  A private application by Omar Rao  ·  MITRE ATT&CK v14  ·  CWE Top 25